| Number of Variables | 15 |
|---|---|
| Number of Rows | 48842 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 52 |
| Duplicate Rows (%) | 0.1% |
| Total Size in Memory | 30.2 MB |
| Average Row Size in Memory | 649.3 B |
| Variable Types |
|
| fnlwgt is skewed | Skewed |
|---|---|
| education-num is skewed | Skewed |
| capital-gain is skewed | Skewed |
| capital-loss is skewed | Skewed |
| hours-per-week is skewed | Skewed |
| capital-gain has 44807 (91.74%) zeros | Zeros |
| capital-loss has 46560 (95.33%) zeros | Zeros |
numerical
| Approximate Distinct Count | 74 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 763.2 KB |
| Mean | 38.6436 |
| Minimum | 17 |
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 17 |
|---|---|
| 5-th Percentile | 19 |
| Q1 | 28 |
| Median | 37 |
| Q3 | 48 |
| 95-th Percentile | 63 |
| Maximum | 90 |
| Range | 73 |
| IQR | 20 |
| Mean | 38.6436 |
|---|---|
| Standard Deviation | 13.7105 |
| Variance | 187.9781 |
| Sum | 1.8874e+06 |
| Skewness | 0.5576 |
| Kurtosis | -0.1844 |
| Coefficient of Variation | 0.3548 |
categorical
| Approximate Distinct Count | 9 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 3.4 MB |
| Mean | 8.8709 |
|---|---|
| Standard Deviation | 3.0785 |
| Median | 8 |
| Minimum | 2 |
| Maximum | 17 |
| 1st row | Private |
|---|---|
| 2nd row | Private |
| 3rd row | Local-gov |
| 4th row | Private |
| 5th row | ? |
| Count | 360074 |
|---|---|
| Lowercase Letter | 314031 |
| Space Separator | 48842 |
| Uppercase Letter | 46043 |
| Dash Punctuation | 21556 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 28523 |
|---|---|
| Approximate Unique (%) | 58.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 763.2 KB |
| Mean | 189664.1346 |
| Minimum | 12285 |
| Maximum | 1.4904e+06 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 12285 |
|---|---|
| 5-th Percentile | 39615.4 |
| Q1 | 117550.5 |
| Median | 178144.5 |
| Q3 | 237642 |
| 95-th Percentile | 379481.65 |
| Maximum | 1.4904e+06 |
| Range | 1.4781e+06 |
| IQR | 120091.5 |
| Mean | 189664.1346 |
|---|---|
| Standard Deviation | 105604.0254 |
| Variance | 1.1152e+10 |
| Sum | 9.2636e+09 |
| Skewness | 1.4388 |
| Kurtosis | 6.0571 |
| Coefficient of Variation | 0.5568 |
categorical
| Approximate Distinct Count | 16 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 3.5 MB |
| Mean | 9.4221 |
|---|---|
| Standard Deviation | 2.4401 |
| Median | 8 |
| Minimum | 4 |
| Maximum | 13 |
| 1st row | 11th |
|---|---|
| 2nd row | HS-grad |
| 3rd row | Assoc-acdm |
| 4th row | Some-college |
| 5th row | Some-college |
| Count | 366588 |
|---|---|
| Lowercase Letter | 308287 |
| Space Separator | 48842 |
| Uppercase Letter | 58301 |
| Dash Punctuation | 32869 |
| Decimal Number | 11894 |
numerical
| Approximate Distinct Count | 16 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 763.2 KB |
| Mean | 10.0781 |
| Minimum | 1 |
| Maximum | 16 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 5 |
| Q1 | 9 |
| Median | 10 |
| Q3 | 12 |
| 95-th Percentile | 14 |
| Maximum | 16 |
| Range | 15 |
| IQR | 3 |
| Mean | 10.0781 |
|---|---|
| Standard Deviation | 2.571 |
| Variance | 6.6099 |
| Sum | 492234 |
| Skewness | -0.3165 |
| Kurtosis | 0.6256 |
| Coefficient of Variation | 0.2551 |
categorical
| Approximate Distinct Count | 7 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 3.7 MB |
| Mean | 15.406 |
|---|---|
| Standard Deviation | 3.9151 |
| Median | 14 |
| Minimum | 8 |
| Maximum | 22 |
| 1st row | Never-married |
|---|---|
| 2nd row | Married-civ-spous... |
| 3rd row | Married-civ-spous... |
| 4th row | Married-civ-spous... |
| 5th row | Never-married |
| Count | 641415 |
|---|---|
| Lowercase Letter | 592499 |
| Space Separator | 48842 |
| Uppercase Letter | 48916 |
| Dash Punctuation | 62205 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 15 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 3.6 MB |
| Mean | 13.187 |
|---|---|
| Standard Deviation | 4.2489 |
| Median | 14 |
| Minimum | 2 |
| Maximum | 18 |
| 1st row | Machine-op-inspct |
|---|---|
| 2nd row | Farming-fishing |
| 3rd row | Protective-serv |
| 4th row | Machine-op-inspct |
| 5th row | ? |
| Count | 548635 |
|---|---|
| Lowercase Letter | 502587 |
| Space Separator | 48842 |
| Uppercase Letter | 46048 |
| Dash Punctuation | 43793 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 6 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 3.5 MB |
| Mean | 10.1387 |
|---|---|
| Standard Deviation | 2.7716 |
| Median | 10 |
| Minimum | 5 |
| Maximum | 15 |
| 1st row | Own-child |
|---|---|
| 2nd row | Husband |
| 3rd row | Husband |
| 4th row | Husband |
| 5th row | Own-child |
| Count | 412100 |
|---|---|
| Lowercase Letter | 363258 |
| Space Separator | 48842 |
| Uppercase Letter | 48842 |
| Dash Punctuation | 34253 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 5 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 3.3 MB |
| Mean | 6.5294 |
|---|---|
| Standard Deviation | 2.5695 |
| Median | 6 |
| Minimum | 6 |
| Maximum | 19 |
| 1st row | Black |
|---|---|
| 2nd row | White |
| 3rd row | White |
| 4th row | Black |
| 5th row | White |
| Count | 266089 |
|---|---|
| Lowercase Letter | 213269 |
| Space Separator | 48842 |
| Uppercase Letter | 52820 |
| Dash Punctuation | 3978 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 3.3 MB |
| Mean | 5.663 |
|---|---|
| Standard Deviation | 0.9415 |
| Median | 5 |
| Minimum | 5 |
| Maximum | 7 |
| 1st row | Male |
|---|---|
| 2nd row | Male |
| 3rd row | Male |
| 4th row | Male |
| 5th row | Female |
| Count | 227752 |
|---|---|
| Lowercase Letter | 178910 |
| Space Separator | 48842 |
| Uppercase Letter | 48842 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 123 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 763.2 KB |
| Mean | 1079.0676 |
| Minimum | 0 |
| Maximum | 99999 |
| Zeros | 44807 |
| Zeros (%) | 91.7% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th Percentile | 5013 |
| Maximum | 99999 |
| Range | 99999 |
| IQR | 0 |
| Mean | 1079.0676 |
|---|---|
| Standard Deviation | 7452.0191 |
| Variance | 5.5533e+07 |
| Sum | 5.2704e+07 |
| Skewness | 11.8943 |
| Kurtosis | 152.6773 |
| Coefficient of Variation | 6.906 |
numerical
| Approximate Distinct Count | 99 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 763.2 KB |
| Mean | 87.5023 |
| Minimum | 0 |
| Maximum | 4356 |
| Zeros | 46560 |
| Zeros (%) | 95.3% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th Percentile | 0 |
| Maximum | 4356 |
| Range | 4356 |
| IQR | 0 |
| Mean | 87.5023 |
|---|---|
| Standard Deviation | 403.0046 |
| Variance | 162412.669 |
| Sum | 4.2738e+06 |
| Skewness | 4.5697 |
| Kurtosis | 20.0122 |
| Coefficient of Variation | 4.6056 |
numerical
| Approximate Distinct Count | 96 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 763.2 KB |
| Mean | 40.4224 |
| Minimum | 1 |
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 17.05 |
| Q1 | 40 |
| Median | 40 |
| Q3 | 45 |
| 95-th Percentile | 60 |
| Maximum | 99 |
| Range | 98 |
| IQR | 5 |
| Mean | 40.4224 |
|---|---|
| Standard Deviation | 12.3914 |
| Variance | 153.5479 |
| Sum | 1.9743e+06 |
| Skewness | 0.2387 |
| Kurtosis | 2.9506 |
| Coefficient of Variation | 0.3065 |
categorical
| Approximate Distinct Count | 42 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 3.6 MB |
| Mean | 13.3068 |
|---|---|
| Standard Deviation | 2.3674 |
| Median | 14 |
| Minimum | 2 |
| Maximum | 27 |
| 1st row | United-States |
|---|---|
| 2nd row | United-States |
| 3rd row | United-States |
| 4th row | United-States |
| 5th row | United-States |
| Count | 555817 |
|---|---|
| Lowercase Letter | 463369 |
| Space Separator | 48842 |
| Uppercase Letter | 92448 |
| Dash Punctuation | 44344 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 3.3 MB |
| Mean | 5.7607 |
|---|---|
| Standard Deviation | 0.4266 |
| Median | 6 |
| Minimum | 5 |
| Maximum | 6 |
| 1st row | <=50K |
|---|---|
| 2nd row | <=50K |
| 3rd row | >50K |
| 4th row | >50K |
| 5th row | <=50K |
| Count | 48842 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 48842 |
| Uppercase Letter | 48842 |
| Dash Punctuation | 0 |
| Decimal Number | 97684 |